Senior Data Scientist

5 days ago


Brent, Greater London, United Kingdom Open Select Recruitment Full time
About the Role

We are seeking a highly skilled Senior Machine Learning Engineer to join our team at Open Select Recruitment. As a key member of our engineering team, you will play a pivotal role in constructing foundational architecture and modeling capabilities crucial for our upcoming growth phase.

Key Responsibilities
  • Championing efficient model deployment and training governance
  • Operationalizing data scientist prototypes
  • Fine-tuning training and deployment for optimal cost/performance ratios
  • Collaborating with data scientists to devise transfer learning solutions for sluggish learning rates
  • Monitoring deployed training and inference architectures for sustained performance
  • Contributing insights to decision science and Data Strategy for enduring ML success
Requirements
  • Proven experience in managing ML systems at scale, serving millions of users
  • Passion for optimization and a penchant for refining problem-solving approaches
  • Systems thinking adeptness for scalable solutions within nascent systems
  • Thrive in fast-paced environments typified by startup dynamics
  • Curiosity and adaptability to absorb new knowledge and challenge existing frameworks
  • Comfort with ambiguity
Essential Experience and Skills
  • 3+ years of industry experience overseeing ML models in customer-facing production environments
  • Minimum 1 year of end-to-end development of a productionized ML system
  • Proficiency in setting up model-serving APIs for seamless collaboration with engineering teams
  • Applied machine learning expertise, including model tuning and evaluation
  • Experience navigating cost/performance optimization in ML
  • Familiarity with feature stores for signal consolidation and training
  • Demonstrated use of robust governance for model tracking, versioning, and training
Bonus Experience
  • Deployment proficiency with Databricks, Azure, or ML Flow
  • Experience deploying open-source LLMs in customer-facing settings
  • End-to-end ML system setup, encompassing governance and architecture decisions


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